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Variational Information Bottleneck for Semi-Supervised Classification Voloshynovskyy, Svyatoslav; Taran, Olga; Kondah, Mouad; Holotyak, Taras; Rezende, Danilo 2020
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Trading-off privacy-complexity of identification problem Holotyak, Taras; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter 2011
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Surface image formation based on sparse arrays with nonlinear signal processing Holotyak, Taras; Prudyus, I.; Voloshynovskyy, Svyatoslav 1998
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Sparse ternary codes for similarity search have higher coding gain than dense binary codes Ferdowsi, Sohrab; Voloshynovskyy, Svyatoslav; Kostadinov, Dimche; Holotyak, Taras 2017
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Sign-Magnitude Decomposition of Mutual Information with Polarization Effect in Digital Identification Voloshynovskyy, Svyatoslav; Holotyak, Taras; Koval, Oleksiy; Beekhof, Fokko Pieter; Farhadzadeh, Farzad 2011
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Private content identification based on soft fingerprinting Voloshynovskyy, Svyatoslav; Holotyak, Taras; Koval, Oleksiy; Beekhof, Fokko Pieter; Farhadzadeh, Farzad 2011
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Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups Ferdowsi, Sohrab; Razeghi, Behrooz; Holotyak, Taras; Calmon, Flavio P.; Voloshynovskyy, Svyatoslav 2020
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Privacy enhancement of common randomness based authentication: key rate maximized case Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Holotyak, Taras; Beekhof, Fokko Pieter 2009
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Privacy amplification of content identification based on fingerprint bit reliability Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Holotyak, Taras; Beekhof, Fokko Pieter; Farhadzadeh, Farzad 2010
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Physical object authentication: detection-theoretic comparison of natural and artificial randomness Voloshynovskyy, Svyatoslav; Holotyak, Taras; Bas, Patrick 2016
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PharmaPack: mobile fine-grained recognition of pharma packages Taran, Olga; Rezaeifar, Shideh; Dabrowski, Oscar; Holotyak, Taras; Voloshynovskyy, Svyatoslav 2017
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On privacy preserving search in large scale distributed systems : a signal processing view on searchable encryption Voloshynovskyy, Svyatoslav; Beekhof, Fokko Pieter; Koval, Oleksiy; Holotyak, Taras 2009
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On Accuracy, Privacy and Complexity in the Identification Problem Beekhof, Fokko Pieter; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Holotyak, Taras 2010
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Multi-class Classifiers based on Binary Classifiers : Performance, Efficiency, and Minimum Coding Matrix Distances Beekhof, Fokko Pieter; Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Holotyak, Taras 2009
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Multi-class Classification based on Binary Classifiers : On Coding Matrix Design, Reliability and Maximum Number of Classes Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter; Holotyak, Taras 2009
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Mobile visual object identification: from SIFT-BoF-RANSAC to SketchPrint Voloshynovskyy, Svyatoslav; Diephuis, Maurits; Holotyak, Taras 2015
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Local active content fingerprinting: Optimal solution under linear modulation Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Diephuis, Maurits; Holotyak, Taras 2016
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Local active content fingerprint: solutions for general linear feature maps Kostadinov, Dimche; Voloshynovskyy, Svyatoslav; Diephuis, Maurits; Ferdowsi, Sohrab; Holotyak, Taras 2016
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Information-Theoretical Analysis of Private Content Identification Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter; Farhadzadeh, Farzad; Holotyak, Taras 2010
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Information–Theoretic Multiclass Classification Based on Binary Classifiers Voloshynovskyy, Svyatoslav; Koval, Oleksiy; Beekhof, Fokko Pieter; Holotyak, Taras 2011
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